emotic | PyTorch implementation of Emotic CNN methodology | Machine Learning library
kandi X-RAY | emotic Summary
kandi X-RAY | emotic Summary
Humans use their facial features or expressions to convey how they feel, such as a person may smile when happy and scowl when angry. Historically, computer vision research has focussed on analyzing and learning these facial features to recognize emotions. However, these facial features are not universal and vary extensively across cultures and situations. A scene context, as shown in the figure above, can provide additional information about the situations. This project explores the use of context in recognizing emotions in images.
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Top functions reviewed by kandi - BETA
- Runs the yolo model
- Infer predictions from images
- Process images using cv2
- Compute bounding boxes of a given image
- Train an emotic model
- Train data
- Download models
- Compute the loss
- Prepare dynamic weights
- Performs the forward computation
- Calculate the offset for each grid
- Prepare data set for training
- Convert y_cat to one hot coded category
- Download and save models
- Runs inference on the model
- Wrapper for inference_emotic model
- Parse command line arguments
- Check if the given arguments are valid
- Compute the loss function
emotic Key Features
emotic Examples and Code Snippets
Community Discussions
Trending Discussions on emotic
QUESTION
I am refactoring some legacy PHP code (version 5.5) and I need to refactor a function to use preg_replace_callback() from preg_replace() (this is because of a \e evaluation deprecation) however what is being passed into the only 2 preg_replace() calls are arrays of search patterns and arrays of replacements.
I am aware I need to pass in a callback function to preg_replace_callback() but what would be the way to go about this when each pattern is different?
...ANSWER
Answered 2022-Feb-05 at 04:44Create an associative array where the keys contain regex patterns and the values contain the callbacks (no prepending/appending strings to the callbacks).
I am not going to rewrite that behemoth from my phone, so I'll demonstrate a single replacement.
Feed your array of patterns and callbacks to preg_replace_callback_array()
.
Code: (Demo)
QUESTION
!pip install emot
from emot.emo_unicode import EMOTICONS_EMO
def convert_emoticons(text):
for emot in EMOTICONS_EMO:
text = re.sub(u'\('+emot+'\)', "_".join(EMOTICONS_EMO[emot].replace(",","").split()), text)
return text
text = "Hello :-) :-)"
convert_emoticons(text)
...ANSWER
Answered 2022-Feb-01 at 05:06This is pretty tricky using regex, as you'd first need to escape the metachars in the regex that are contained in the emoji, such as :)
and :(
, which is why you get the unbalanced parens. So, you'd need to do something like this first:
QUESTION
ANSWER
Answered 2021-Dec-16 at 16:48I suggest doing this on your body
with CSS only. Putting it on a span could be problematic. Unless you want it to only be the background of an independent section, then I would use a div
instead of span
. (See example two). See the CSS changes in example one.
example one
QUESTION
As the title says, React is throwing an error about children in a list having unique keys and I have no clue why. I am building a Twitch chat clone, and this is happening with my emote picker, where every emote available for your use is listed as a clickable icon. Every map function I use spits out components with keys. I even went through every single component and added a unique key whether it really needed it or not, and I am still getting the warning. Clicking the first few trace links leads to nothing useful.
I know my code might not be super clear, and I apologize for this, but any help would be appreciated.
Here is the return statement for the affected component:
...ANSWER
Answered 2021-Nov-01 at 19:23key must added to the parent wrapper component which you're returning key is missing -->
QUESTION
JSON file added: [JSON file][https://drive.google.com/file/d/1JXaalZ4Wu_1bQACrf8eNlIx80zvjopFr/view]
I am analyzing tweets with a specific hashtag and I don't know how can I deal with the error below, I appreciate your help . Error message is coming from the row
tweet = json.loads(line)
when I run the code I receive error message below JSONDecodeError: Expecting value: line 2 column 1 (char 1)
the error is shown in this cell ( tweet = json.loads(line)) [image of error][2]
My code:
...ANSWER
Answered 2021-Apr-19 at 19:57You should read all the file when you load json from file, see load()
link to the documentation
QUESTION
I am trying to initialize a set with a bunch of data. But when I check some items that are already inserted with the contains function, it returns false.
What is wrong with this code?
...ANSWER
Answered 2021-Feb-21 at 04:52you initialize with name "set" but doing addAll for "proSet"? I don't see anything wrong beside it. but, for better reading options, it could be:
QUESTION
I ran a LIWC analysis and it gives me the following results (below). I would like to turn the result into a pandas dataframe. If anyone can chip in, that would be wonderful.
Thanks in advance :)
Best, David
...ANSWER
Answered 2020-Dec-09 at 05:33js = resp.json()
df = pd.json_normalize(js['results'][0])
df.columns
Index(['response_id', 'request_id', 'language', 'version',
'summary.word_count', 'summary.words_per_sentence',
'summary.sentence_count', 'summary.six_plus_words', 'summary.emojis',
'summary.emoticons',
...
'sallee.scores.emotions.pain', 'sallee.scores.emotions.sadness',
'sallee.scores.emotions.surprise', 'sallee.scores.goodfeel',
'sallee.scores.ambifeel', 'sallee.scores.badfeel',
'sallee.scores.emotionality', 'sallee.scores.sentiment',
'sallee.scores.non_emotion', 'sallee.emotion_word_count'],
dtype='object', length=150)
df.iloc[0]
response_id d1382f42-5c28-4528-ab2e-81b80ba185e2
request_id req-1
language en
version v1.0.0
summary.word_count 57
...
sallee.scores.badfeel 0
sallee.scores.emotionality 0.202
sallee.scores.sentiment 0.654
sallee.scores.non_emotion 0.798
sallee.emotion_word_count 4
Name: 0, Length: 150, dtype: object
QUESTION
I found all kinds of tools for pasring emoji and emoticons, but none of them are working for extracting a simple ":)" out of a string:
...ANSWER
Answered 2020-Oct-08 at 22:18import re
s = 'Pull the emoticon :):) out ):'
(news, count) = re.subn(r'(\s*:\)\s*)', ' ', s)
# 'Pull the emoticon out ):'
print('new string', news)
print('count', count)
QUESTION
I've the following code which replaces all words in a message that match keywords from an array of objects with an image:
...ANSWER
Answered 2020-Jun-14 at 18:15You can use word boundary \b
regex to figure out if word is preceded or succeeded with words. There is problem with matching the beginning of string so, you can use (?:^|\\s)
.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
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Install emotic
You can use emotic like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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